MongoDB Track: First Place
Google Fridge
Your AI sous chef that never forgets what's in your fridge - tracking expiration dates, suggesting recipes, and ensuring nothing goes to waste.
visionproductivity
ritz hack, pro tag
AI lab hackathons, 2025 to now
What got built, and what won.
Every submission from hackathons run by Anthropic, OpenAI, Google, Meta and the other big labs, with the winners marked and the code linked.
- projects
- 31,980
- hackathons
- 93
- award winners
- 585
- inferred from GitHub
- 433
GitLab Track: First Place
Pipeline Doctor
Pipeline Doctor auto-diagnoses GitLab CI failures with AI, suggests .gitlab-ci.yml fixes, auto-creates merge requests, finds similar past issues via vector search, and notifies devs instantly.
dev toolsagents
Vani Chitkara
GitLab Track: Second Place
Agentic CICD
Your DevOps Sidekick - Automate, Analyze, and Accelerate with AI Agents for GitLab and Google Cloud
dev toolsagents
Shalwin Sanju
MongoDB Track: Second Place
LocaSentiment
LocaSentiment: Your AI guide to local spots. Features semantic search, sentiment trends, maps, & Vertex AI Gemini-powered summaries from reviews. (Google Cloud & MongoDB)
productivity
suparman Donthave
MongoDB Track: Third Place
Elara
Your guide to Natural Remedies - Learn What Works, Naturally
health
Daria Dobrolinski, Edward Gaibor
GitLab Track: Third Place
Agent Anansi
Agent Anansi: The world's first AI-powered CI/CD that cares about your code AND your team - six specialized agents make development faster, safer, and more human
dev toolsagents
Joyce Wambui
Wander Rate
Unlock local prices, everywhere. "Smarter global living for digital nomads." "The world’s first AI platform for borderless, optimized subscriptions".
finance
El Pietra
BiasLens
BiasLens helps users detect, explain, and rewrite biased language in text and documents using AI, making communication more inclusive and fair.
productivity
Harsheeta Venkoba Rao
Find your vacation
Instead of choosing a vacation location because its popular, find the one most suited for you.
productivity
Jerry X
MongoDB RAG MCP Server
RAG MCP Server for MongoDB for AI Agents
dev toolsagents
Sethu Pavan
SME-BOOST
SMEBoost is an AI-powered content studio. It takes basic business details and generates a complete marketing campaign including Instagram posts, blogs and strategic launch ideas.
productivity
Darshan Vetal, Gitesh Wankhede
Google Find
Ever lost a wallet? This is where you can register or search for lost items using AI. Additionally, it will incentivize pickers, which changes the world - you don't need to worry about losing items
productivity
yuhki Yamaguchi
Mercury | AI Manager
AI manager to help managers manage their time
productivityagents
Gourav Sharma
GitAIOps
GitAIOps: Automate Your Code Review, Optimize Your Pipelines, and Ship Faster.
dev tools
MARMAR Pillsight
MARMAR PillSight: Your AI medical companion that turns conversations into medication guidance. Using voice or text. Powered by MongoDB and Google Cloud.
healthvoice
Ahmad Rufai Yusuf
Local Pulse
Local Pulse is an AI powered social Media app, that focuses on providing posts on an user’s feed based on the user’s location and AI assistant provides answer relevant to the posts and query asked.
productivity
Kunal Mandal, Arkajyoti Dey, Usoshi Dey +1
World Happiness AI
AI-powered insights into global happiness from real-world data.
science
Raghav Gupta
FirstCommit
Your first open-source contribution, with guidance every step of the way.
dev toolseducation
ahdernasr Nasr
Raglizer
A CI-CD pipeline that creates embeddings and its rag as soon as any file is pushed to it using Gitlab, Google cloud and MongoDB
dev tools
Ananya Khandelwal
ClimateLens
AI-powered climate insight platform that turns complex data into simple, searchable answers.
science
Wesam Abed
SmartNeed
SmartNeed: The LLM-powered eCommerce engine that helps you find exactly what you need—not just what big platforms sell. Just describe it in your words.
productivity
Pranav_IITKGP Bhadane
Itaca Rental Location Search
Search for short-term rental location based on a query. Can be used to find type of accommodation, specific rental name, or rental in an area.
productivity
Esteban Perez
Aethos & Aletheia: Evolving Moral-Compass Engine
Aethos & Aletheia: A novel dual-system architecture for verifiably aligned AI. A dynamic learning loop, personified in Aethos, The Wisdom Network, and Aletheia, the Self-Correcting Apprentice.
agents
Wes Lagarde
Startup Spotter
Startup Spotter is your AI-powered cofounder—just enter your location, budget, and interests, and it recommends data-driven microbusiness ideas using Vertex AI and MongoDB vector search.
productivityagents
V R, Kyle Law
ESCIA AI: Enhanced Company Analyzer
In a world full of noise and risky trends, we asked how can students invest smarter. Powered by Gemini 2.5 Pro and NVIDIA cuOpt, our AI fuses ESG, finance, and research into one smart decision engine
financescience
PRIYAM GANGULI, Aditya Gupta
RefugeeRoutes
Insights Beyond Borders: AI-Powered Migration Analysis & Reporting
science
Kapish Verma, Diya Bangera
MonGoogle It
MonGoogle It: AI powerhouse for MongoDB! Ingest, index, query with natural language, get instant doc expertise, compare, & visualize in 2D/3D. Master your data effortlessly.
dev tools
HARICHARAN VALLEM
ChatPye
Personalised AI tutor for video-based upskilling.
education
Job Oyebisi
VTMA
Administrative platform for veterinary thermography. Upload thermal images, AI analyses patterns, receive AAT-compliant reports in 5 minutes instead of 45. Use the assistant for further evaluation.
healthvision
Patrick Camara
Features Wiki
Features Wiki is a lean, all-in-one product planner: map epics, user stories, tests, feedback, and changelogs in one place—build faster, ship smarter.
dev toolsproductivity
Allan Mukhwana
Smart Code Reviewer
AI-powered GitLab CI/CD component using Google Cloud Gemini to automatically review code for security, performance & quality issues - helping developers build software faster with instant feedback.
dev toolssecurity
Ravi Rajvanshi
Portuguese Legal Assistant
Democratizing Portuguese law: AI-powered RAG system that turns complex legal texts into clear, accessible answers with citations.
legal
engyvision X
MLB Tommy John Injury Prevention
Using MongoDB on Google Cloud to analyze pitcher mechanics to determine if one style of delivery prevents Tommy John injury
healthscience
T I
AutoPipe
AutoPipe – Go from user story to fully functional GitLab CI/CD pipeline. AutoPipe helps you draft, refine, and complete jobs interactively until you're ready to deploy.
dev tools
Mingkun He
Live Sentient
Live Sentient is an AI-powered news platform that analyzes, summarizes, and visualizes global news by emotion, topic, and location—powered by MongoDB Atlas for real-time insights.
productivity
Vaishnavi Mishra
Pizza Party planner
Pizza parties can be stressful people can't agree on toppings or quantities. PizzaTogether uses smart algorithms to calculate optimal orders & community voting for toppings. Perfect for devs!
productivity
AirPilot
AirPilot is your AI copilot that doesn’t guess—it diagnoses failures, picks safe runways, and saves lives. Powered by Google Gemma, MongoDB Vector Search, and real-time flight intelligence.
agentsscience
Miraz Prasain
GlobalLaunch-AI
GlobalLaunch-AI: Where your startup goes global—intelligently.
productivity
Arshbir Dang, Siddharth Goswami, Manav Jindal +1
Receiptly
Scan, store and see where your money goes!
financevision
Subikshaa Sakthivel, Vriddhi Agrawal, Kavya Gupta +1
RAGBOT
RAGBOT lets you chat with your documents using AI. Upload, ask questions, and get instant answers. Secure, fast, and user-friendly—making document interaction smarter than ever.
productivityagents
Shiv Banafar, Arnav Maggon, Rishabh Jaini +1
NidaanKosha Analytics - Healthcare Diagnostics Data Analysis
MongoDB powered solution Bridging the gap between medical complexity and clinical insights through AI-powered natural language analytics of real-world Indian health data.
healthscience
Dr. Skanthavelan Balamani
ZenStream
ZenStream is a calming, AI-powered podcast web app that helps users relax, focus, and find serenity. Users can sign in, select or search for topics, and generate personalized podcasts.
voicecreative/music
Sabeha Khan, farhikhta farzan, Tanzila Rahman +1
Timeline Heart Oracle
In a sea of technical tools, Timeline Heart Oracle offers a sanctuary — an AI-powered soul mirror that listens, reflects, and responds with poetic guidance from the quantum realm.
healthagents
Dana Pan
Photo-vision
Easy access of images to Photographers.
creative/musicvision
Abhinav Pudasainee
Alpha Advisor
Alpha Advisor Built for the photographer behind the lens, A7 Adviser is your AI copilot for mastering the complex menu systems of Sony Alpha cameras.
creative/musicagents
Alex Buzunov
MedWise
Your AI-powered medical companion for understanding treatments, analyzing drug interactions, and making sense of complex research — fast, accurate, and patient-friendly.
health
Adeola Omojola
Recipe Explorer
Snap a dish, get the recipe! 🍽️ Recipe Explorer uses AI to find meals, analyze health scores, and guide you cooking—powered by Google Cloud & MongoDB.
healthvision
Joan Alemany
Puriwise
AI-powered insights for real-time air quality awareness. Empowering you to make healthier choices with clear, actionable environmental data.
sciencehealth
Dhruv Sinha, Sahm Crypt
EcoWind
Wind forecasting with AI
science
Roosa Hamula, Takhmina Muksinova, Mikko Lähdeaho +1
AI-Powered Pipeline Wizard for GitLab
An AI-powered CI/CD Pipeline Wizard that instantly generates tailored GitLab pipelines using Google Cloud Vertex AI, helping developers build, test, and deploy software faster with zero YAML hassle.
dev tools
Ajit Kumar Pal
FraudShield AI
Detects and explains scams in messages and images, using similarity search and a helpful chatbot to make fraud prevention simple for everyone.
securityvision
laura forero
TransportSense
Making smarter, more sustainable cities possible.
science
jjoniel Jerome, Sanjay Mohan, Minal Arunashalam
LabScan
LabScan is an AI-powered security scanner for GitLab. It finds vulnerabilities and posts AI-generated fix suggestions as comments directly in your merge requests, making secure coding simple and fast.
securitydev tools
Sheldon Aristide
Privacy
Make privacy compliance as seamless as linting,embed privacy-by-design into SDLC, scan code for privacy/GDPR/CCPA/security issues across 12+ languages, powered by Gemini & deployable via GitLab CICD
securitylegaldev tools
Nabanita De, a g
MasalaAI
When Desi Masalas Meet Global AI
culture/heritageagents
Anmol Pawar
CommenTidy
Regulate the youtube comments!
security
Nishtha Patel
Smart AI auto review and tags
AI powered code review and effects of this created MR with tags
dev tools
Prathmesh Adsod
readmap.ai
Personalized AI reading paths for curious minds.
education
Callixta Fidelia C, Charisma Pramudya Rusdiyanto, Syifa Nadhira Nurul Izzah +1
Lumen Slate
Lumen Slate — Lighten Teachers’ Loads with Smart, Agent-Driven Workflows — Because Teaching Is More Than Paperwork.
educationagents
Aadarsh Verma, Shubham Sharma, KARTIKEY SINGH
IoTPacketPatrol
IoTPacketPatrol is a machine learning-based approach to identifying malicious network traffic for IoT devices, complete with a comprehensive analytics dashboard.
security
Rachel Huang